Selected Publications
- [1] Yangyang Yan, Wenping Ge&, Liang He&, Optimization of Resource Allocation and Task Offloading Based on SCMA-MEC in IoV, in IEEE Transactions on Vehicular Technology, doi: 10.1109/TVT.2025.3628496.
- [2] Xiaozhe Qi, Xuejian. Zhao, Zhe Li, Liang He, "WhisMultiNet: Advancing End-to-End Speech Topic Classification With Whisper and MultiGateGNN," in IEEE Transactions on Audio, Speech and Language Processing, vol. 33, pp. 4697-4711, 2025
- [3] Chen Xin, Yi Sheng, Yuemaierabola Anwaier, Liu Yuhan, He Liang&, Ma Jing, Guo Wenjia, Sun Gang. Cross-omics interpretable neural network for discovery of molecular markers in prostate cancer. Computational biology and chemistry. 2026 Jun;122:108879.
- [4] Yue Ruijun, He Liang&, Ye Ruida, Wang Jiajia, Li Yongke, Bai Tao, Gu Shenghao, Wang Jintai, Distributed crop disease detection with deep Q-network agent decision-making in a compressed state space. Artificial Intelligence in Agriculture, Accessed April 14, 2026. https://doi.org/10.1016/j.aiia.2026.02.006.
- [5] Liang He, Yangyang Yan, Jie Liu, Chunjiang Zhao&, Intelligent Decision-Making for Field Crop Production. Tsinghua Science and Technology(Topical collection: Special Section on the 110th Anniversary of the Tsinghua Journal), 2026, 31(3): 1393-1410.
- [6] Zhihua Fang, Liang He&, DS3: Dual-space sample selection for speaker representation learning with noisy labels, Pattern Recognition, Volume 179, Part A, 2026, 113595, ISSN 0031-3203.
- [7] Lei Wang, Liang He&, Weihong Sun, Chen Gao, Zhenxiang Han, Meiwei Lin, Precise irrigation of dryland cotton under canal irrigation system constraints based on the CERES-CROPGRO-Cotton model, Agricultural Water Management, vol 317, 109624, pp 0378-3774, 2025.
- [8] Ruifeng Xu, Yi Chen, Zhongyan Yi, Shun Huang, Liang He&, DTKD-DL: Dual-teacher knowledge distillation with dual-loops for continuous few-shot relation extraction, Applied Soft Computing, vol 184, pp 1568-4946, 2025
- [9] Zhida Song, He Cai, Xin Chen, Liang He&, Improving Speaker Verification Robustness With Multilingual Phonetic Information and Feature Decorrelation, IEEE Transactions on Audio, Speech and Language Processing, vol 33, pp 3494-3507, 2025.
- [10] Yuhan Liu, Sheng Yi, Xin Chen, Wenjia Guo, Liang He&, Biological Knowledge Graph-Enhanced Cancer State Prediction Network with Adjustable Connections, Big Data Mining and Analytics 2025, 8(5): 1174-1188.

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